Fold 2 - Understanding why coefficient 75687 was selected
Tag: NEON
Selected Coefficient: 75687
Taxonomy Path: 1.1.15
Taxonomy Name: Apparel & Accessories > Clothing > Skirts
Products with this tag: 7
Unique residual values tried: 7
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 75687 | 5.000198 | 1.1.15 | 15.1.1 (15*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Skirts | Yes |
| 5076359 | 5.000198 | 1.1.13.14 | 14.13.1.1 (14*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | No |
| -7289430 | 6.000000 | -2.2.26.20 | -20.26.2.2 (-(20*71^3 + 26*71^2 + 2*71 + 2)) | No | |
| -14578860 | 6.000000 | -4.4.52.40 | -40.52.4.4 (-(40*71^3 + 52*71^2 + 4*71 + 4)) | No | |
| 0 | 6.000000 | 0 | 0 (0) | No | |
| -7248533 | 6.000000 | -1.65.17.20 | -20.17.65.1 (-(20*71^3 + 17*71^2 + 65*71 + 1)) | No | |
| -10218323 | 6.000000 | -3.3.39.28 | -28.39.3.3 (-(28*71^3 + 39*71^2 + 3*71 + 3)) | No |
These are the training products that have the "NEON" tag (processing sequence 55). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 988 | JH Letter | 5076359 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 5000672 | none | |
| 863 | Dacie | 75687 | Apparel & Accessories > Clothing > Skirts | none | 0 | ESSENTIEL ANTWERP, MINI | |
| 9530 | JAUNT: BEIGE & NEON YELLOW TRAINERS | 0 | TRAINERS | -75687 | YELLOW, BEIGE, SNEAKERS, SS23, _BADGE_NEW_IN_ | ||
| 9524 | ROXY SIGNATURE: WHITE & NEON PINK TRAINERS | -7248533 | WHITE, PINK | -7324220 | PLATFORM, MULTI, ROXY | ||
| 9529 | JAUNT: WHITE & NEON PINK TRAINERS | -7289430 | TRAINERS, WHITE, PINK | -7365117 | SNEAKERS, SS23, _BADGE_NEW_IN_ | ||
| 5220 | Airbrush Pink Lightning Joggers Design | -10218323 | WHITE, PINK, JOGGERS, GREEN | -10294010 | YELLOW, BOTTOMS | ||
| 9377 | Airbrush In Loving Memory Pet Shirt Design | -14578860 | DESIGN, BLACK, BLUE, PINK, GREEN | -14654547 | DOG, CAT |